Senior Research Engineer
Core
Design, build, and ship computer vision and ML models for facial biometric and liveness systems in a high-security context.
Role type
Senior Research Engineer (Computer Vision & Biometrics)
Builds
Production-quality computer vision and ML models for face verification, liveness detection, and attack defense
Domain
Biometrics, Computer Vision, Machine Learning, Security
Deliverable
production ML models
Required skills
Deep learning model development, Computer vision, Adversarial data strategy, Mathematical modeling, Python, Model optimization, Failure mode analysis, Generalization and robustness improvement
Preferred skills
Synthetic data generation, Research strategy formulation
Technologies
Python, Deep learning frameworks
Responsibilities
Lead research projects in computer vision and biometrics; Develop and train deep learning models for face verification and liveness; Shape data and evaluation strategies; Investigate failure modes to improve robustness and fairness; Collaborate with platform engineers for production integration; Contribute to company research strategy
Seniority
Senior, hands-on IC